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WPF编写的词向量可视化工具,比较word2vec, glove, fastText的不同

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VisualWordEmbedding

词向量可视化工具

下载与执行

  1. 下载编译好的可执行文件 点击下载
  2. 下载预训练好的词向量文件 点击下载
  3. 将词向量文件重命名为wordemb.vec放在与WordGraph.exe文件同级目录中

操作演示

  • 载入词向量文件的时间可能较长,请耐心等待。

词向量效果对比

1. Word2Vec

2. FastText

可以看出FastText与Word2Vec相比,对词语内部的字级别n-gram的信息利用更多(理工大学)。

3. Glove

Glove与Word2Vec相比,更关注了共现次数的信息。

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WPF编写的词向量可视化工具,比较word2vec, glove, fastText的不同

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